Data Visualization with Category Theory and Geometry: With a Critical Analysis and Refinement of UMAP
English | 2025 | ISBN: 3031979729 | 285 Pages | PDF EPUB (True) | 35 MB
English | 2025 | ISBN: 3031979729 | 285 Pages | PDF EPUB (True) | 35 MB
Presenting a list of examples consisting of both geometric objects and empirical datasets, this book provides insights into the different effects of dimensionality reduction techniques on data representation and visualization, with the aim of guiding the reader in understanding the expected results specific to each method in such scenarios.